Rigid Bodies dancing around
Firstly, you should ensure that you have Applied Scale to each of your objects (Ctrl+A, select Scale). Then, you can improve the accuracy of the simulation by increasing the Steps Per Second and/or the Solver Iterations settings on the Rigid Body World panel of the scene properties. See also Why my active rigid bodies are vibrating Continuously?